Files
republic-os/data/jurisdictions/us/states/al/counties/cullman/index.md
T
Fabio 199d8b37d3 Municipals: nest 1,823 city officeholders under their real counties
Pull Atlas's place→county crosswalk (Census TIGER 2024 places × county
geometries, 32,041 places) into the build as a committed raw input, and
use it to resolve municipal officeholders whose county was unknown.

- data/place_county_crosswalk.jsonl — new raw input (place_geoid → county_geoid)
- build.py — place-name+state → county_geoid → ACS county slug as a fallback
  in county_slug(); city_slug() generalized to non-FL bare place labels
- data/sources/sources.yaml — provenance entry for the crosswalk

_unresolved municipals: 1919 → 58. The remainder are genuine: CT planning
regions (post-county), county-level rows mislabeled municipal upstream,
consolidated city-counties (null label), Wikidata-QID placeholder names,
and ambiguous same-name places — left unresolved rather than guessed.

Join key is county_geoid (5-digit FIPS); the directory slug is taken from
the ACS county node so municipals nest under the exact existing county dir.
Deterministic (byte-identical rebuild); validate.py passes 19,721 records.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-04 20:23:57 -04:00

1.2 KiB
Raw Blame History

type, title, classification, fips, state, demographics, sources, confidence, tags, timestamp
type title classification fips state demographics sources confidence tags timestamp
Jurisdiction Cullman County, AL county 01043 AL
population population_under_18 population_18_64 population_65_plus median_household_income poverty_rate homeownership_rate unemployment_rate median_home_value gini_index vacancy_rate race_white race_black race_asian race_native hispanic bachelors_plus
90566 20313 53019 17234 62656 15.31 76.63 3.77 199100 0.4536 11.35 82079 882 498 341 4563 16645
field source
demographics Census ACS 2023
official
jurisdiction
county
al
2026-07-03

Cullman County, AL

County jurisdiction — 1 officeholders mapped.

Demographics (ACS 2023)

Measure Value
Population 90566
Under 18 20313
1864 53019
65+ 17234
Median household income 62656
Poverty rate 15.31
Homeownership rate 76.63
Unemployment rate 3.77
Median home value 199100
Gini index 0.4536
Vacancy rate 11.35
White 82079
Black 882
Asian 498
Native 341
Hispanic/Latino 4563
Bachelor's or higher 16645

Source

  • demographics: Census ACS 2023